Novo Larissa C, Parker Gaddis Kristen L, Wu Xiao-Lin, McWhorter T M, Burchard Javier, Norman H Duane, Dürr João, Fourdraine Robert, Peñagaricano Francisco
Department of Animal and Dairy Sciences, University of Wisconsin-Madison, Madison, WI 53706; Council on Dairy Cattle Breeding, Bowie, MD 20716.
Council on Dairy Cattle Breeding, Bowie, MD 20716.
J Dairy Sci. 2024 Jul;107(7):4804-4821. doi: 10.3168/jds.2023-23788. Epub 2024 Feb 29.
Johne's disease (JD) is an infectious enteric disease in ruminants, causing substantial economic loss annually worldwide. This work aimed to estimate JD's genetic parameters and the phenotypic and genetic trends by incorporating recent data. It also explores the feasibility of a national genetic evaluation for JD susceptibility in Holstein cattle in the United States. The data were extracted from a JD data repository, maintained at the Council on Dairy Cattle Breeding, and initially supplied by 2 dairy record processing centers. The data comprised 365,980 Holstein cows from 1,048 herds participating in a voluntary control program for JD. Two protocol kits, IDEXX Paratuberculosis Screening Ab Test (IDX) and Parachek 2 (PCK), were used to analyze milk samples with the ELISA technique. Test results from the first 5 parities were considered. An animal was considered infected if it had at least one positive outcome. The overall average of JD incidence was 4.72% in these US Holstein cattle. Genotypes of 78,964 SNP markers were used for 25,000 animals randomly selected from the phenotyped population. Variance components and genetic parameters were estimated based on 3 models, namely, a pedigree-only threshold model (THR), a single-step threshold model (ssTHR), and a single-step linear model (ssLR). The posterior heritability estimates of JD susceptibility were low to moderate: 0.11 to 0.16 based on the 2 threshold models and 0.05 to 0.09 based on the linear model. The average reliability of EBVs of JD susceptibility using single-step analysis for animals with or without phenotypes varied from 0.18 (THR) to 0.22 (ssLR) for IDX and from 0.14 (THR) to 0.18 (ssTHR and ssLR) for PCK. Despite no prior direct genetic selection against JD, the estimated genetic trends of JD susceptibility were negative and highly significant. The correlations of bulls' PTA with economically important traits such as milk yield, milk protein, milk fat, somatic cell score, and mastitis were low, indicating a nonoverlapping genetic selection process with traits in current genetic evaluations. Our results suggest the feasibility of reducing the JD incidence rate by incorporating it into the national genetic evaluation programs.
约内氏病(JD)是反刍动物的一种传染性肠道疾病,在全球范围内每年造成巨大的经济损失。这项工作旨在通过纳入最新数据来估计约内氏病的遗传参数以及表型和遗传趋势。它还探讨了在美国荷斯坦奶牛中对约内氏病易感性进行全国遗传评估的可行性。数据从奶牛育种委员会维护的约内氏病数据存储库中提取,最初由2个奶牛记录处理中心提供。数据包括来自1048个牛群的365980头荷斯坦奶牛,这些牛群参与了约内氏病的自愿控制计划。使用两种检测试剂盒,即IDEXX副结核筛查抗体检测(IDX)和Parachek 2(PCK),采用酶联免疫吸附测定(ELISA)技术分析牛奶样本。考虑前5胎的检测结果。如果动物至少有一次阳性结果,则被视为感染。在美国这些荷斯坦奶牛中,约内氏病发病率的总体平均值为4.72%。从表型群体中随机选择的25000头动物使用了78964个单核苷酸多态性(SNP)标记的基因型。基于3种模型估计方差成分和遗传参数,即仅系谱阈值模型(THR)、单步阈值模型(ssTHR)和单步线性模型(ssLR)。约内氏病易感性的后验遗传力估计值为低到中等:基于2种阈值模型为0.11至0.16,基于线性模型为0.05至0.09。对于有或无表型的动物,使用单步分析的约内氏病易感性估计育种值(EBV)的平均可靠性,对于IDX从0.18(THR)到0.22(ssLR),对于PCK从0.14(THR)到0.18(ssTHR和ssLR)。尽管之前没有针对约内氏病的直接遗传选择,但约内氏病易感性的估计遗传趋势为负且高度显著。公牛的预测传递能力(PTA)与产奶量、乳蛋白、乳脂、体细胞评分和乳腺炎等经济重要性状的相关性较低,表明与当前遗传评估中的性状不存在重叠的遗传选择过程。我们的结果表明将约内氏病纳入全国遗传评估计划以降低其发病率是可行的。